Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
学习分析学:前沿、趋势和挑战
Search
Bodong Chen
July 03, 2020
Education
600
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
学习分析学:前沿、趋势和挑战
Bodong Chen
July 03, 2020
More Decks by Bodong Chen
See All by Bodong Chen
Augmenting Knowledge Building with Generative AI
bodong
0
140
Toward a Framework for Justice-Oriented Data Science Education in K–12 Schools
bodong
0
160
How does Generative AI influence education? How can educators help shape the future
bodong
0
280
Toward A Framework of Infrastructuring for Sustainable Educational Innovations
bodong
0
110
Connectivity for Knowledge Building: A Framework of Socio-Semantic Network Motif Analysis
bodong
0
890
Modelling Network Dynamics in Social Annotation at #LAK21Network Workshop
bodong
1
440
善其事须利其器: 学术研究中的知识管理
bodong
0
790
SoLAR Webinar: Analyzing Learning and Teaching through the Lens of Networks
bodong
2
450
Socio-Temporal Dynamics in Peer Interaction Events
bodong
0
150
Other Decks in Education
See All in Education
子どものためのプログラミング道場『CoderDojo』〜法人提携例〜 / Partnership with CoderDojo Japan
coderdojojapan
PRO
4
19k
25-26 CBT Library top items
cbtlibrary
0
320
DecisionesEjecutivasCrisis
mariooc
0
420
[2026前期火5] 論理学(京都大学文学部 前期 第11回)「ハーモニー:三層モデルと保存拡大」
yatabe
0
320
批判的応用言語学ワークショップ(2026-08-12 お茶の⽔⼥⼦⼤学)
terasawat
0
200
NDIAS Automotive / IoT CTF 2026 Recap - Keyfob & OSINT
himitu23
0
350
aini school小中等部説明会資料
ainischool
0
140
中小規模私大の教学IRを支えるデータマネジメント ― データ基盤構築の取り組みと実務の現在地 ―
terazawa
0
210
SANG PENCIPTA BERBICARA (01ABSG-Q4-2026)
ssmedikasda
0
370
AIの力を100%引き出すために
frievea
0
580
2026年度秋学期 統計学 第1回 イントロダクション ー 統計的なものの見方・考え方について (2026. 9. 29)
akiraasano
PRO
0
240
NT函館2026mini LT 電子部品店とMakerイベント
tomit3
1
110
Featured
See All Featured
Designing Experiences People Love
moore
143
24k
Making the Leap to Tech Lead
cromwellryan
135
10k
Product Roadmaps are Hard
iamctodd
55
13k
Principles of Awesome APIs and How to Build Them.
keavy
128
18k
How to Align SEO within the Product Triangle To Get Buy-In & Support - #RIMC
aleyda
2
1.8k
The Cost Of JavaScript in 2023
addyosmani
55
10k
Sam Torres - BigQuery for SEOs
techseoconnect
PRO
0
560
jQuery: Nuts, Bolts and Bling
dougneiner
66
8.6k
A Modern Web Designer's Workflow
chriscoyier
699
190k
How GitHub (no longer) Works
holman
316
150k
First, design no harm
axbom
PRO
2
1.3k
KATA
mclloyd
PRO
35
16k
Transcript
ᏛҖศᯒᏛ䠖 ๓ἢ䚸䏁ࣵᣮᡎ /HDUQLQJ$QDO\WLFV )URQWLHUV7UHQGVDQG&KDOOHQJHV 旰㞳 ᫂ᑽ剷㎹Ꮫ ᖺ ᭶ ᪥
⮬ᡃ㔃 = Ɣ ᩍ⫱ᢏ㛗㸪 Ɣ ᏛḈ⛉Ꮫ㸪 Ɣ ᏛḈศᯒᏛ㸪 Ɣ ᏛḈಙᜥ⭆樴ᐊ㸪
KWWSLQIRUPDWLFVXPQHGX
௨ேѰ୰ᚰⓗᏛҖศᯒ 5H FHQWHU/HDUQLQJ$QDO\WLFVRQ/HDUQHUV > ᫂◴ᐃᬛ⬟ ῝้⌮ゎᏛҖ ቔ䘑යᘶಙ௵
⬮ὀ ᏛҖศᯒᏛ ᏛҖศᯒ pᙧ⪋ୖ⪅䉉அ㐨䠈ᙧ⪋ୗ⪅䉉அჾffqtt䛀᫆㔅⣔㎡䛁 p㐨q 䇚䇼䇰䚸⌮䇰䚸᪉ἲ䇰➼ HSLVWHPRORJLHVWKHRULHV PHWKRGRORJLHV pჾq ᡭẁ䚸ᕤල䚸ᓊ⏝
WHFKQLTXHVWRROVDSSV
῝้⌮ゎᏛҖ
/,)(&HQWHU ഴ∦᮶※䠖LXXTPMJIWPGSVKEFSYXGMXEXMSRHIXEMPWLXQP
&RQQHFWHG/HDUQLQJ ,WR ഴ∦᮶※䠖LXXTWGPEPPMERGISVKEFSYXGSRRIGXIHPIEVRMRK
▱䇼ᘓᯊ .QRZOHGJH%XLOGLQJ ഴ∦᮶※䠖LXXTW[[[OFWMRKETSVISVK
+LVWRULFDO 3ROLWLFDO &XOWXUDO 6RFLDO %HKDYLRUDO &RJQLWLYH 1HXUDO ff ়ྐⓗ ᨻⓗ
ᩥⓗ ♫ⓗ ⾜Ѱⓗ 䇚▱ⓗ ⚄㔅ⓗ ff
⬮ὀ /HDUQLQJ 6FLHQFHV ᏛҖ⛉ᏛpԢq /HDUQLQJ6FLHQFH 7KH6FLHQFHRI /HDUQLQJ
ᏛҖⓗẚ௱ Ữྲྀ ཧ ▱䇼ࡑ㐀 1EVOEYWOEMXI4EEZSPEIXEP
䇚䇼YV⎁㔞
;MWI%/RMKLX7 &YGOMRKLEQ7LYQ7 -R4VIWW 'SPPEFSVEXMZI0IEVRMRK%REP]XMGW-R'VIWW96SWȒ' ;MWI% 3WLMQE. )HW -RXIVREXMSREP,ERHFSSOSJ'SQTYXIV7YTTSVXIH'SPPEFSVEXMZI0IEVRMRK7TVMRKIV せ⣲ ྍ㿸ᐹ௳
ᣦḽ ≉ᚁ
'LIR& 8IEWPI]7 JSVXLGSQMRK 'SPPEFSVEXMSR%REP]XMGW-R,ERHFSSOSJ0IEVRMRK%REP]XMGW RHIH 7SGMIX]JSV6IWIEVGLSR0IEVRMRK%REP]XMGW せ⣲ ᩘᤣ ᡭẁ
య䰪ⓗ ᐈయ䰪ⓗ 䇚▱ⓗ
῝้ ⌮ゎᏛҖ Ɣ ᙜୗයὀⓗᏛḈዴఱ᪉ᘧⓗ㸽 Ɣ ᙜୗせ⪃㔞ⓗᏛḈせ⣲ொ㸽 Ɣ ᏛḈせ⣲ᅾᩘᤣ୰ዴఱ࿊䍘ⓗ㸽 Ɣ 㔗⏝ⓗ㏅⟬ᡭẁྰዎྜᏛḈせ⣲㸽
'LIR&/RMKLX7 ;MWI%* 'VMXMGEPMWWYIWMRHIWMKRMRKERH MQTPIQIRXMRKXIQTSVEPEREP]XMGW.SYVREPSJ0IEVRMRK%REP]XMGW Ɓ LXXTWHSMSVKNPE
᫂◴ᐃᬛ⬟
7KHLPSDFWZHPDNH7KHFRQWULEXWLRQV RIOHDUQLQJDQDO\WLFVWROHDUQLQJ ᏛҖศᯒᏛⓗᙳဤ䍗⊩ KWWSVODNVRODUHVHDUFKRUJ
ࠓ᫆乷 ⣔㎡ࠔ <C ᙧ⪋ୖ⪅䉉அ㐨䠈ᙧ⪋ୗ ⪅䉉அჾ䠈⪋அ䉉அ 䠗᥎⪋⾜அ䉉அ㏻ff
䠛 ഴ∦᮶※
ேᕤᬛ⬟ $UWLƪFLDO ,QWHOOLJHQFH $, ᬛ⬟ቔᕰ ,QWHOOLJHQFH $XJPHQWDWLRQ ,$ ᮶※䠖LXXTWH]REQMGPERHSVK
,$䠖௨║䮒Ѱ
ᮘჾᏛҖᶍᆺே㊱ࡑ㐀ຊ =KXHWDO
,%- ேᅉᏛ 䇴䇗 ᢏᵥ 䘑ṉ ➢ྜ՜⌮ ⓗ䇴䇗 ;IM<Y
ᩍᐾp㉸⬟ຊq +ROVWHLQHWDO
ᐃᬛ⬟䠖ఌక䘎ⴇ⟶䠛 'LIR& 8IEWPI]7 -R4VIWW 'SPPEFSVEXMSR%REP]XMGW-R,ERHFSSOSJ0IEVRMRK%REP]XMGW RHIH 7SGMIX]JSV 6IWIEVGLSR0IEVRMRK%REP]XMGW ఌక ⴇ⟶
ᐃᬛ⬟䠖ఌక䚸ⴇ⟶䚸ව⪋᭷அ䠛 ᯇᩓ⼥ྜ ㍝ᐦ⼥ྜ
යᘶಙ௵
None
None
$䠖ᑠ༊ⓗᆙሸᚓ᭦ᛌ䟿ʚ %䠖ᡃἐᡭᮘ䚹Δ 6WUHHW%XPS ഴ∦᮶※
ᇶனpಙ௵q EXLOWRQGLVWUXVW ഴ∦᮶※
ಙ௵ᏛҖศᯒⓗ⛉Ꮫᛶ ῝ධ⌮ゎᏛҖ *URXQGHGLQWKHOHDUQLQJVFLHQFHV ேඹྠ䇴䇗 &RGHVLJQZLWKVWDNHKROGHUV 'LIR& (IGIQFIV 'VIEXMRKGSRHMXMSRWJSVORS[PIHKIFYMPHMRKJSVXLITYFPMGKSSH8LIQIFEWIH-RZMXIH 7TIIGLEXXLIXL-RXIVREXMSREP'SRJIVIRGISR'SQTYXIVWMR)HYGEXMSR
-'') /IRXMRK8EM[ER
)RUFHGLUHFWHGOD\RXW $OLFH 6RQQ\ ᖈᒓឤ ³㠃Ꮚ´ 'LIR& >LY, 8S[EVHW:EPYI7IRWMXMZI0IEVRMRK%REP]XMGW(IWMKR4VSGIIHMRKWSJXLIXL-RXIVREXMSREP 'SRJIVIRGISR0IEVRMRK%REP]XMGW
/RS[PIHKIƁLXXTWHSMSVK ഴ∦᮶※ ಙ௵ᏛҖศᯒⓗ՜⌮ᛶ ௨ேѰ୰ᚰⓗ䇴䇗᪉ἲ +XPDQ&HQWHUHG'HVLJQ ਇ᥀₯ᅾⓗ೫㿷௴ٲ෨✺ ௴ٲᩄឤⓗ䇴䇗 9DOXH6HQVLWLYH'HVLJQ
ᏛҖศᯒ䇴䇗༩∩ /HDUQLQJ$QDO\WLFV'HVLJQ&DUGV ഴ∦᮶※䠖 LXXTPEHIGOYXWGMGIHYEY
ࠓ᫆乷 ⣔㎡ࠔ >? ᙧ⪋ୖ⪅䉉அ㐨䠈ᙧ⪋ୗ ⪅䉉அჾ䠈⪋அ䉉அ 䠗᥎⪋⾜அ䉉அ㏻䠈Ѵ ⪋䭏அኳୗஅẸ䠈䉉அ ѐ䚹 ቔ䘑යᘶಙ௵ ῝้⌮ゎᏛҖ
᫂◴ᐃᬛ⬟
䉘䉘 >@
㚊⣔᪉ᘧ 恖௳ ⭆樴ᐊ⨒❰ ୭ே⨒❰㸸 峬※᥎Ⲧ ۈ ᐈࠊ乧ୖ孚ᗙ 㸸 ۈ ۈ
ۈ ۈ ۈ >A